澳大利亚病态肥胖成人腹腔镜可调节胃束带术的成本效益

基于马尔可夫模型的澳大利亚病态肥胖成人LAGB手术成本效益分析数据集。

Figshare
2016-01-18 更新
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表格Drugs and devicesMedical devicesnutritionobesityPublic healthpreventive medicinesurgeryGeneral surgeryEconomicsHealth economicsCost effectivenessCost-effectiveness analysis
The Cost-Effectiveness of Laparoscopic Adjustable Gastric Banding in the Morbidly Obese Adult Population of Australia

基本信息

模态
表格
大小
0.000054322 GB
许可
CC BY 4.0
创建/更新时间
2016-01-18
版本
v1

资源简介

澳大利亚病态肥胖成人腹腔镜可调节胃束带术的成本效益

【数据集背景】

本数据集源站标题为《The Cost-Effectiveness of Laparoscopic Adjustable Gastric Banding in the Morbidly Obese Adult Population of Australia》。配套论文《The Cost-Effectiveness of Laparoscopic Adjustable Gastric Banding in the Morbidly Obese Adult Population of Australia》发表于 PLoS ONE(2013),DOI:10.1371/journal.pone.0064965。源站首次发布:2013-05-22。

【数据内容】

源站原始描述:Background To examine the cost-effectiveness of providing laparoscopic adjustable gastric banding (LAGB) surgery to all morbidly obese adults in the 2003 Australian population. Methods and Findings Analyzed costs and benefits associated with two intervention scenarios, one providing LAGB surgery to individuals with BMI >40 and another to individuals with BMI >35, with each compared relative to a ‘do nothing’ scenario. A multi-state, multiple cohort Markov model was used to determine the cost-eff…

【数据结构与技术规格】

文件数 2 个,合计 54.32 KB。Appendix_S1.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,23.63 KB。Appendix_S2.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,30.69 KB。数据集 DOI:10.1371/journal.pone.0064965。

【主题与分类】

源站学科分类:Medicine、Sociology。主题标签:Drugs and devices、Medical devices、nutrition、obesity、Public health、preventive medicine、surgery、General surgery、Economics、Health economics。

【适用方向】

结构化表格数据可直接用于统计建模、特征工程与队列分析。

【获取与许可】

源站页面:https://plos.figshare.com/articles/dataset/_The_Cost_Effectiveness_of_Laparoscopic_Adjustable_Gastric_Banding_in_the_Morbidly_Obese_Adult_Population_of_Australia_/706118

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Yi Lee, Yong; Lennert Veerman, J.; J. Barendregt, Jan (2016). The Cost-Effectiveness of Laparoscopic Adjustable Gastric Banding in the Morbidly Obese Adult Population of Australia. PLOS ONE. Dataset

【使用注意】

· 源站最后修改于 2023-05-30,引用时请注意版本时效。

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下载信息

注册下载

需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。

暂未开放

公开下载

无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。

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有偿下载

公开数据集受托下载与技术交付服务。

提供高速下载与技术交付服务(收技术服务费,非数据销售)

暂未开放

当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。

使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "Appendix_S1.docx" "https://ndownloader.figshare.com/files/1066320"
curl -L -o "Appendix_S2.docx" "https://ndownloader.figshare.com/files/1066323"

文件清单

  • Appendix_S1.docx(23.63 KB)
  • Appendix_S2.docx(30.69 KB)

文件总体积 54.32 KB(源站 API 实测)。

数据加载示例(图像类)

from PIL import Image
import glob, os

files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)

# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path)  # 要求 子目录=类别

目录组织与标注格式以源站说明和下载后实际文件为准。

数据说明

Background
To examine the cost-effectiveness of providing laparoscopic adjustable gastric banding (LAGB) surgery to all morbidly obese adults in the 2003 Australian population.
Methods and Findings
Analyzed costs and benefits associated with two intervention scenarios, one providing LAGB surgery to individuals with BMI >40 and another to individuals with BMI >35, with each compared relative to a ‘do nothing’ scenario. A multi-state, multiple cohort Markov model was used to determine the cost-effectiveness of LAGB surgery over the lifetime of each cohort. All costs and health outcomes were assessed from an Australian health sector perspective and were discounted using a 3% annual rate. Uncertainty and sensitivity analyzes were conducted to test the robustness of model outcomes. Incremental cost-effectiveness ratios (ICERs) were measured in 2003 Australian dollars per disability adjusted life year (DALY) averted.
The ICER for the scenario providing LAGB surgery to all individuals with a BMI >40 was dominant [95% CI: dominant - $588] meaning that the intervention led to both improved health and cost savings. The ICER when providing surgery to those with a BMI >35 was $2 154/DALY averted [95% CI: dominant - $6 033]. Results were highly sensitive to changes in the likelihood of long-term complications.
Conclusion
LAGB surgery is highly cost-effective when compared to the $50 000/DALY threshold for cost-effectiveness used in Australia. LAGB surgery also ranks highly in terms of cost-effectiveness when compared to other population-level interventions for weight loss in Australia. The results of this study are in line with other economic evaluations on LAGB surgery. This study recommends that the Australian federal government provide a full subsidy for LAGB surgery to morbidly obese Australians with a BMI >40.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0064965(source: https://plos.figshare.com/articles/dataset/_The_Cost_Effectiveness_of_Laparoscopic_Adjustable_Gastric_Banding_in_the_Morbidly_Obese_Adult_Population_of_Australia_/706118)。

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